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Motor Imagery

Classification of examples recorded under the Motor Imagery paradigm, as part of Brain-Computer Interfaces (BCI).

A number of motor imagery datasets can be downloaded using the MOABB library: motor imagery datasets list

Papers

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Showing 41–50 of 252 papers

TitleStatusHype
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Federated Transfer Learning for EEG Signal ClassificationCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency AnalysisCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment ApproachCode1
MVCNet: Multi-View Contrastive Network for Motor Imagery ClassificationCode1
Deep comparisons of Neural Networks from the EEGNet familyCode1
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge DistillationCode1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment ApproachCode1
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